Rethinking Verification For Cars


As the amount of electronic content in a car increases, so does the number of questions about how to improve reliability of those systems. Unlike an [getkc id="76" kc_name="IoT"] device, which is expected last a couple of years, automotive electronics fall into a class of safety-critical devices. There are standards for verifying these devices, new test methodologies, and there is far mo... » read more

Executive Insight: Sundari Mitra


Sundari Mitra, co-founder and CEO of [getentity id="22535" e_name="NetSpeed Systems"], sat down with Semiconductor Engineering to discuss machine learning, shifting from a processor-centric to a memory-centric design, and what needs to change to make that all happen. What follows are excerpts of that conversation. SE: What is the biggest change you’re seeing? Mitra: We go through a cycl... » read more

Plugging Holes In Machine Learning


The number of companies using machine learning is accelerating, but so far there are no tools to validate, verify and debug these systems. That presents a problem for the chipmakers and systems companies that increasingly rely on machine learning to optimize their technology because, at least for now, it creates the potential for errors that are extremely difficult to trace and fix. At the s... » read more

What’s Missing From Machine Learning


Machine learning is everywhere. It's being used to optimize complex chips, balance power and performance inside of data centers, program robots, and to keep expensive electronics updated and operating. What's less obvious, though, is there are no commercially available tools to validate, verify and debug these systems once machines evolve beyond the final specification. The expectation is th... » read more

Can Analog And Digital Get Along Better?


How to bridge analog and digital is getting renewed attention as the amount of analog content that needs to be processed balloons with consumer and industrial IoT applications. Solving that problem isn’t going to be easy, though. To begin with, digital designers view designs in terms of voltages. Analog designers, in contrast, look at currents. “Unless you can analyze an [getkc id="37... » read more

Got System Cache?


Similar to the world we live in, a coherent SoC system has truly become a hodgepodge of often conflicting desires, wants, and needs. While some traffic flows are highly sensitive to CAS latency, others have rigid coherent bandwidth requirements, and others are more concerned with “must have” real-time needs to fulfill their tasks. Varying vastly from "must haves" to "best-effort," finding t... » read more

New Architectures, Approaches To Speed Up Chips


The need for speed is back. An explosion in the amount of data that needs to be collected and processed is driving a new wave of change in hardware, software and overall system design. After years of emphasizing power reduction, performance has re-emerged as a top concern in a variety of applications such as smarter cars, wearable devices and cloud data centers. But how to get there has cha... » read more

What’s Holding Back Analog?


The uneasy relationship between digital and analog, coupled with tools that are either ineffective or outright ignored by the analog community, may be limiting the growth potential and technological advances in that market. That certainly doesn’t mean analog isn’t growing. In fact, analog is an increasingly critical component of ICs and the electronic devices they inhabit. The global ele... » read more

Speeding Up The Design Process


A rush to plant a stake in new markets, coupled with uncertainty about how to generate a reasonable return on investment in those markets, is ratcheting up pressure on chipmakers. They now must come up with more customized solutions in less time, frequently in smaller volumes, and with the ability to modify them in shorter time spans if market opportunities shift in unexpected ways. This aff... » read more

Making Verification Easier


SoC design teams increasingly are confronting complexity in the quest to target application segments, but at the same time they are struggling to more quickly reduce risk in their designs while also speed up testing to make sure everything works. Those often-conflicting goals have transformed [getkc id="10" kc_name="verification"] IP from an interesting concept to a must-have tool for advanc... » read more

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